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Your Health Data Stays on Your Phone: Building a Private Health AI with Llama-3 and MLX-Swift

Hey there, privacy-conscious devs! 🚀 Ever felt a bit "creepy" sending your most intimate health data—heart rate, sleep cycles, and activity levels—to a distant cloud server just to get some AI…

  • Health data stays on user's iPhone using MLX-Swift and Llama-3.
  • Local Loop architecture keeps data and AI model within device.
  • Uses 4-bit quantized Llama-3 for iOS memory constraints.

Deploying the 600GB Inkling-NVFP4 Model on Spot A3: A GKE and vLLM Deep Dive

Ok, so, maybe you're a software developer or data scientist who just heard about the new, massive 600GB Inkling-NVFP4 AI model, and you want to try running it yourself without breaking the bank.

  • Deploy 600GB Inkling-NVFP4 model on Spot A3 with 8 H100 GPUs
  • Use official vLLM image to avoid software conflicts and dependencies
  • Adjust maxmodellen and gpumemoryutilization to overcome memory limits

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